Files
FastDeploy/fastdeploy/scheduler/data.py
2025-06-09 19:20:15 +08:00

76 lines
2.4 KiB
Python

"""
# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
import time
import json
from fastdeploy.engine.request import Request, RequestOutput
class ScheduledRequest(object):
"""
ScheduledRequest class
"""
def __init__(self, request: Request):
self.raw: Request = request
self.id = request.request_id
self.scheduled_time = time.time()
self.size = len(request.prompt_token_ids)
def serialize(self) -> bytes:
"""serialize to bytes"""
data = {
"scheduled_time": self.scheduled_time,
"raw": self.raw.to_dict()
}
serialized_data = json.dumps(data, ensure_ascii=False)
return serialized_data.encode()
@classmethod
def unserialize(cls, serialized_data: bytes) -> 'ScheduledRequest':
"""unserialize to Request"""
data = json.loads(serialized_data)
request = Request.from_dict(data["raw"])
scheduled_request = cls(request)
scheduled_request.scheduled_time = data["scheduled_time"]
return scheduled_request
class ScheduledResponse(object):
"""
ScheduledResponse class
"""
def __init__(self, response: RequestOutput):
self.raw: RequestOutput = response
self.id = response.request_id
self.index = response.outputs.index
self.finished = response.finished
def serialize(self) -> bytes:
"""serialize to bytes"""
data = self.raw.to_dict()
serialized_data = json.dumps(data, ensure_ascii=False)
return serialized_data.encode()
@classmethod
def unserialize(cls, serialized_data: bytes) -> 'ScheduledResponse':
"""unserialize to RequestOutput"""
data = json.loads(serialized_data)
request_output = RequestOutput.from_dict(data)
scheduled_response = ScheduledResponse(request_output)
return scheduled_response